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Extract action items

extract_action_items

Extract and structure action items from meeting transcripts or notes, outputting a human-readable summary and JSON with tasks, assignees, and priorities.

Instructions

Extract structured action items from a meeting transcript or free-form notes using the actions.xyz extraction pipeline. Returns a human-readable summary plus JSON: { actions: [{ task, description, assignee, assigneeType: "human"|"agent", priority: "high"|"med"|"low", tag, dueDate? }], participants: string[], remaining }. Free tier: 10 extractions/day per IP, max 20,000 characters per call.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault
transcriptYesMeeting transcript or notes to extract action items from (max 20,000 characters).
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries full burden. It discloses free tier limitations (10 extractions/day per IP, max 20,000 characters per call) and gives a JSON output structure. This provides substantial transparency into the tool's behavior beyond the basic purpose.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is two sentences long, front-loading the core purpose and then providing important details in a structured manner. Every part is necessary and there is no fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given there are no annotations, no output schema, and only one parameter, the description covers the essential aspects: input format, output structure, and usage limits. It could mention error handling or prerequisites, but overall it is largely complete for a tool of this complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The schema has 100% coverage with a brief description. The tool description adds meaningful context: the input can be a transcript or free-form notes, and it specifies the max character limit. The detailed output format explanation compensates for the lack of an output schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool extracts structured action items from meeting transcripts or free-form notes. It specifies the output format and mentions the actions.xyz extraction pipeline, distinguishing the tool's purpose effectively.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for meeting transcripts or notes but does not explicitly state when to use or avoid this tool. There are no sibling tools to contrast against, so the lack of alternative guidance is not penalized heavily, but some explicit usage context is missing.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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